Robust estimation of the structural errors-in-variables model |
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Authors: | H Nyquist |
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Institution: | 1. Department of Statistics, University of Ume?, S-90187, Ume?, Sweden
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Abstract: | Robust alternatives to the method of moments estimator for estimating the simple structural errors-in-variables model are
proposed. Consistency and asymptotic normality of the estimators are established. Using the influence curve the asymptotic
variance is given. Results from a simulation experiment indicate a superior performance of robust alternatives to the method
of moments estimator in a small sample framework when measurement errors are contaminated normal.
Research reported in this paper was supported by a grant from Sundsvallsbanken. |
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Keywords: | |
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